Artificial Intelligence in 3GPP 5G-Advanced: A Survey
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Abstract (arXiv)
Industries worldwide are being transformed by artificial intelligence (AI), and the telecom industry is no different. Standardization is critical for industry alignment to achieve widespread adoption of AI in telecom. The 3rd generation partnership project (3GPP) Release 18 is the first release of 5G-Advanced, which includes a diverse set of study and work items dedicated to AI. This article provides a holistic overview of the state of the art in the 3GPP work on AI in 5G-Advanced, by presenting the various 3GPP Release-18 activities on AI as an organic whole, explaining in detail the design aspects, and sharing various design rationales influencing standardization.
Key facts. Cited by 8 papers in the map (data through 14 Oct 2026). Builds on 2 of its 12 references that are in the map. First posted on arXiv 8 May 2023.
Builds on
2 of 12 references.
References · 2
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Citing papers per year: 2023: 3; 2024: 2; 2025: 3.
8 papers.
- 2023Causal Reasoning: Charting a Revolutionary Course for Next-Generation AI-Native Wireless Networkscited by 16
- 2023Fault Detection in Telecom Networks using Bi-level Federated Graph Neural Networkscited by 5
- 2023Multi-Agent Reinforcement Learning for Power Control in Wireless Networks via Adaptive Graphscited by 2
- 2025Graph Reinforcement Learning for QoS-Aware Load Balancing in Open Radio Access Networkscited by 2
- 2025AI/ML Life Cycle Management for Interoperable AI Native RANcited by 2
- 2024Data-Driven Radio Environment Map Estimation Using Graph Neural Networkscited by 1
- 2024Autoencoder-Based Domain Learning for Semantic Communication with Conceptual Spacescited by 0
- 2025TelcoAI: Advancing 3GPP Technical Specification Search through Agentic Multi-Modal Retrieval-Augmented Generationcited by 0
- 2025TelcoAI: Advancing 3GPP Technical Specification Search through Agentic Multi-Modal Retrieval-Augmented Generation17 Nov 2025
- 2025AI/ML Life Cycle Management for Interoperable AI Native RAN24 Jul 2025
- 2025Graph Reinforcement Learning for QoS-Aware Load Balancing in Open Radio Access Networks28 Apr 2025
- 2024Data-Driven Radio Environment Map Estimation Using Graph Neural Networks9 Jun 2024
- 2024Autoencoder-Based Domain Learning for Semantic Communication with Conceptual Spaces29 Jan 2024
- 2023Multi-Agent Reinforcement Learning for Power Control in Wireless Networks via Adaptive Graphs27 Nov 2023
- 2023Fault Detection in Telecom Networks using Bi-level Federated Graph Neural Networks24 Nov 2023
- 2023Causal Reasoning: Charting a Revolutionary Course for Next-Generation AI-Native Wireless Networks23 Sep 2023